Features

• Identify 1320 plant species.
• Model size: 51.8M; top1 accuracy: 90%+.
• Open-source model, easy-to-use interface.
• Update continuously.

Installation

You need install Anaconda, then run below:

git clone https://github.com/quarrying/quarrying-plant-id.git
cd quarrying-plant-id
conda create -n plantid python=3.6 -y
conda activate plantid
pip install -r requirements.txt

Usage

Method I: Python Interface

import plantid

plant_identifier = plantid.PlantIdentifier()
probs, class_names = plant_identifier.predict(image_filename)
print(class_names[0], probs[0])

You can also see tools/test.py.

Method II: Web App

Run below

cd webapp
conda activate plantid
python app.py

Then open http://127.0.0.1:5000/, and upload an image file.

Examples

Details

See https://zhuanlan.zhihu.com/p/364346303.